Transcription

2 Cluster structure It's tempting to think of a cluster as just a bunch of interconnected machines, but when you begin constructing a cluster, you'll need to give some thought to its internal structure. This will involve deciding what roles the individual machines will play and what the interconnecting network will look like. 2

3 Multiple processors In Centralized multiprocessors there are 2 architectural approaches, depending on how the memory is managed: Uniform Memory Access (UMA) architecture Non Uniform Memory Access (NUMA) architecture Operating system support is required with either multiprocessor scheme. Fortunately, most modern operating systems, including Linux, provide support for SMP systems, and support is improving for NUMA architectures. 3 3

4 Uniform Memory Access (UMA) There are various techniques to manage cache consistency. Using snoopy each cache listens to all memory accesses. If a cache contains a Cache consistency is solved memory address that is being written to in main memory, the cache updates its copy of the data to remain consistent with main memory UMA machines are also called symmetric multiprocessors (SMP) There is a common shared memory. Identical memory addresses map, regardless of the CPU, to the same location in physical memory. Main memory is equally accessible to all CPUs. To improve memory performance, each processor has its own cache. Two problems: synchronization 4 and cache consistency 4

5 Non Uniform Access Memory (NUMA) Each CPU maintains its own piece of memory The memory is divided among the processors but each process has access to all the memory Each individual memory address, regardless to the processor, still references the same location in memory. The memory access is non uniform in the sense that some locations appear to be more slower than other. While this arrangement will simplify the synchronization, the problem of cache coherence 5 increases. 5

6 Symmetric Cluster Each node can function as an individual computer. This is extremely straightforward to set-up Just create a sub-network with the individual machines and add any cluster software specific you'll need. Each machine will be usable independently (typical architecture of a Network Of Workstation (NOW)) Cluster management and security can be difficult to implement 6 6

7 Asymmetric Cluster One computer is the head node or frontend. It serves as a gateway between the remaining nodes and the users The remaining nodes often have very minimal operating systems and are dedicated exclusively to the cluster Since all traffic must pass through the head, asymmetric clusters tend to provide a high level of security. 7 7

8 Asymmetric Clusters If the remaining nodes are physically secure and your users are trusted, you'll only need to harden the head node The head often acts as a primary server for the remainder of the clusters. Since, as a dual-homed machine, it will be configured differently from the remaining nodes, it may be easier to keep all customizations on that single machine. This simplifies the installation of the remaining machines The speed of the head may limit the performance of 8 the cluster 8

9 Asymmetric Cluster Usually the head is a powerful computer respect to the nodes Additional server can be incorporated into the Cluster as the number of nodes will increase (i.e: NFS server, DB server, etc) I/O represents a particular challenge. It is often desirable to distribute a shared filesystem across a number of machines within the cluster to allow parallel access 9 9

10 Expanded Cluster This is a more fully specified cluster Network design is another key issue. With small clusters, a simple switched network may be adequate With larger clusters, a fully connected network may be prohibitively expensive Heterogeneous network are also common (specialized networks) 10 10

11 HA Clusters + LB Clusters High Availability (HA) Clusters or failover clusters are often adopted in mission critical applications The key issue is redundancy: if a primary server goes down a secondary server takes its place The Load Balancing Cluster can be implemented using the Round-Robin algorithm of DNS or using some tools that exchange information with the nodes It is usual to have both HA and LB in the same Cluster: see the Linux Virtual Server Project (LVSR) 11 11

12 The Linux-HA project The basic goal of the High Availability Linux project is to Provide a high availability (clustering) solution for Linux which promotes reliability, availability, and serviceability (RAS) through a community development effort. The Linux-HA project is a widely used and important component in many interesting High Availability solutions, and ranks as among the best HA software packages for any platform

13 Heartbeat The Heartbeat program is one of the core components of the Linux-HA (HighAvailability Linux) project. Heartbeat is highly portable Heartbeat is the first piece of software which was written for the Linux-HA project. It performs death-of-node detection, communications and cluster management in one process

15 Heartbeat 2 The Heartbeat ver 2 has been released to overcome several limitations of the ver 1. The main components are: Heartbeat Program LocalResourceManager (is responsible for performing operations on resources, by using ResourceAgent scripts to carry out the work) ClusterResourceManager (CRM) ClusterInformationBase Stonith Daemon (Active fencing mechanism, provides strong data integrity guarantees) 15 15

16 Heartbeat 3 Since up to release the messaging layer (Heartbeat proper), the Local Resource Manager, "plumbing" infrastructure and STONITH (now known as Cluster Glue), the Resource Agents, and the Cluster Resource Manager (now Pacemaker) were all part of a single package named heartbeat, the name was often applied to the Linux-HA project as a whole. This generalization is no longer accurate, the name heartbeat should thus be used for the messaging layer exclusively

17 Pacemaker is a an Open Source High Availability Resource Manager for both small and large clusters In the event of a failure, resource managers like Pacemaker automatically initiate recovery and make sure your application is available from one of the remaining machines in the cluster. Cluster's users may never even know there was a problem

18 Pacemaker achieves maximum availability for cluster services by detecting and recovering from node and service-level failures. It achieves this by utilizing the messaging and membership capabilities provided by your preferred cluster infrastructure. If the startup and shutdown of a service can scripted, Pacemaker can improve its availability. Pacemaker can manage clusters of practically any size and comes with a powerful dependency model for accurately modeling a cluster environment

19 Resource management Pacemaker provides the brain that processes and reacts to events regarding the cluster. These events include nodes joining or leaving the cluster; resource events caused by failures, maintenance, scheduled activities; and other administrative actions. Pacemaker will compute the ideal state of the cluster and plot a path to achieve it after any of these events. This may include moving resources, stopping nodes and even forcing them offline with Low level infrastructure - Corosync provides remote power switches. reliable messaging, membership and quorum information about the cluster Non-cluster aware components These pieces include the resources themselves, scripts that start, stop and monitor them, and also a local daemon that masks the differences between the different standards these scripts implement

20 Due to recent standardization within the cluster filesystem community, they make use of a common distributed lock manager which makes use of Corosync for its messaging capabilities and Pacemaker for its membership (which nodes are up/down) and fencing services. Low level infrastructure - Corosync provides reliable messaging, membership and quorum information about the cluster 20 20

22 The CIB uses XML to represent both the cluster s configuration and current state of all resources in the cluster. The contents of the CIB are automatically kept in sync across the entire cluster and are used by the PEngine to compute the ideal state of the cluster and how it should be achieved. This list of instructions is then fed to the DC (Designated Coordinator). Pacemaker centralizes all cluster decision making by electing one of the CRMd instances to act as a master. Should the elected CRMd process fail (or the node where it runs), a new one is quickly established. The DC carries out the PEngine s instructions in the required order by passing them to either the LRMd (Local Resource Management daemon) or CRMd peers on other nodes via the cluster messaging infrastructure (which in turn22passes them on to their LRMd process). 22

23 The peer nodes all report the results of their operations back to the DC and based on the expected and actual results, will either execute any actions that needed to wait for the previous one to complete, or abort processing and ask the PEngine to recalculate the ideal cluster state based on the unexpected results. In some cases, it may be necessary to power off nodes in order to protect shared data or complete resource recovery. For this Pacemaker comes with STONITHd. STONITH is an acronym for Shoot-The-Other-Node-In-The-Head and is usually implemented with a remote power switch. In Pacemaker, STONITH devices are modeled as resources (and configured in the CIB) to enable them to be easily monitored for failure, however STONITHd takes care of understanding the STONITH topology such that its clients simply request a 23 node be fenced and 23 it does the rest.

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27 Cluster Glue Cluster Glue is a set of libraries, tools and utilities suitable for the Heartbeat/Pacemaker cluster stack. In essence, Glue is everything that is not the cluster messaging layer (Heartbeat), nor the cluster resource manager (Pacemaker), nor a Resource Agent. Cluster Glue has been managed as a separate Linux-HA sub-project since its 1.0 release, which coincided with the Heartbeat 2.99 release. Previously, it was a part of the then-monolithic 27 Heartbeat project, and had no separate name. 27

28 Cluster Glue components Local Resource Manager (LRM): is the interface between the Cluster Resource Manager (Pacemaker) and the resource agents. It is itself not cluster aware, nor does it apply any policies. It simply processes commands received from the Cluster Resource Manager, passes them to resource agents, and reports back success or failure. It particular, the LRM may start a resource; stop a resource; monitor a resource; report a resource's status; list all resource instances it currently controls, and their status

29 Cluster Glue components STONITH: A mechanism for node fencing. In case a node is considered "dead" by the cluster as a whole, STONITH ("Shoot The Other Node In The Head") forcefully removes is from the cluster so it can no longer pose a risk of interacting with other nodes in an uncoordinated fashion. hb_report: An advanced error reporting utility. hb_report-generated tarballs are frequently requested by the developers to isolate and fix bugs, and are commonly found as attachments to Bugzilla entries. Cluster Plumbing Library: A low-level library for intra-cluster communications. 29 Source code repository: 29

30 ClusterResourceManager PolicyEngine - Computes the NextState of the cluster using information from the ClusterInformationBase Transitioner - Attempts to reach the NextState of the cluster by instructing the LocalResourceManager on various remote nodes to perform actions on its resources. LocalResourceManager - In charge of actually performing the start/stop actions The ClusterResourceManager uses IPC to send messages to its subsystems and HeartbeatMessages for communication with the ClusterResourceManagerDaemon or DesignatedCoordinator on other ClusterNodes 30 30

31 OpenAIS It is possible to write redundant applications that tolerate hardware, operating system, and application faults. Cluster software developers can write plugins to use the infrastructure provided by OpenAIS. OpenAIS implements the communication system between the nodes, so that the CRM can interact with them

32 OpenAIS OpenAIS is an open source implementation of the SA Forum ( Application Interface Specification. The Application Interface Specification is a software API and policies which are used to develop applications that maintain service during faults. The API consists of Availability Management Framework (AMF) which provides application failover, Cluster Membership (CLM), Checkpointing (CKPT), Eventing (EVT), Messaging (MSG), and 32 Distributed Locking (DLOCK). 32

33 OpenAIS The project currently implements APIs to improve availability by reducing MTTR. APIs available are cluster membership, application failover, checkpointing, eventing, distributed locking, messaging, closed process groups, and extended virtual synchrony passthrough. The major focus of high availability in the past has been to mask hardware faults. Faults in other components of the system have gone unsolved until AIS

34 OpenAIS AIS can mask many types of faults in applications, middleware, operating systems, or even hardware by providing a simple framework for allowing developers to create redundant applications. These redundant applications can be distributed over multiple nodes such that if any one node faults, another node can recover. Application programmers develop applications to periodically record their state using the checkpointing service

35 OpenAIS When an active application fails, a standby application recovers the state of the application. This technique, called stateful application failover, provides the fundamental difference between openais and other systems that have come before it. With stateful application failover, the endapplication user doesn't have to reload the application or redial a telephone. The full state is recorded, so the end-application user sees no interruption in service

36 OpenAIS Because programmers can now distribute applications across multiple processes or nodes, a mechanism must exist for them to communicate. This mechanism is provided by two services. The event service provides a publish/subscribe model for events. The messaging service provides end to end messaging. Finally a mechanism to synchronize access is provided by the distributed lock service

37 OpenAIS The openais project also provides a group messaging toolkit called EVS. The EVS service implements a messaging model known as Extended Virtual Synchrony. This model allows one sender to transmit to many receivers. Certain guarantees are provided for message and membership delivery which make virtual synchrony ideal for developing distributed applications

38 Corosync Corosync Cluster Engine has been implemented as an evolution of OpenAIS, to solve the problems observed working with OpenAIS, PeaceMaker and Apache Qpid Corosync approaches High Availability by ensuring every redundant server in the system maintains a redundant copy of information used to make decisions for the application. This approach, called a distributed state machine, is simple to use

39 Corosync In a typical state machine, software designers call functions which change the state of the application. Using Corosync, software designers send messages instead of call functions. When these messages are delivered, the state machine on all nodes changes its state in an ordered and consistent fashion. Corosync is highly tuned and designed for performance. Special consideration has been 39 switching taken to minimize memory end context 39

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41 Corosync Closed Process Group provide a membership within applications. When an application joins a process group, all applications in that process group are sent a membership change with the Process ID and the Node ID of the application. Such membership information can be used for making application decisions. Once an application is joined to a process group, it may send and receive messages. A sent message is delivered to all members of the process group, which then change their distributed state machine

42 LVSR The Linux Virtual Server is a highly scalable and highly available server built on a cluster of real servers, with the load balancer running on the Linux operating system. The architecture of the server cluster is fully transparent to end users, and the users interact as if it were a single high-performance virtual server The Linux Virtual Server as an advanced load balancing solution can be used to build highly scalable and highly available network services, such as scalable web, cache, mail, ftp, media and 42 VoIP services. 42

43 Cluster management Cluster management is to monitor and administrate all the computers in a computer cluster. It covers a wide range of functionality, such as resource monitoring, cluster membership management, reliable group communication, and full-featured administration interfaces. One of the advantages of a cluster system is that it has hardware and software redundancy, because the cluster system consists of a number of independent nodes, and each node runs a copy of operating system and application software

44 Cluster management Cluster Management can help achieve high availability by detecting node or daemon failures and reconfiguring the system appropriately, so that the workload can be taken over by the remaining nodes in the cluster. LVS management is composed by: Cluster monitoring Administration interface Provides the following functions: add new servers to increase the system throughput or remove servers for system maintenance, without bringing down the whole system service monitor the traffic of LVS cluster and 44 provide statistics 44

45 Cluster monitoring The major work of cluster monitoring in LVS is to monitor the availability of real servers and load balancers, and reconfigure the system if any partial failure happens, so that the whole cluster system can still serve requests To monitor the availability of real servers, there are two approaches, one is to run service monitoring daemons at the load balancer to check server health periodically, the other is to run monitoring agents at real servers to collect information and report to the load balancer. 45 daemons or servers automatically. 45

46 Cluster monitoring The service monitor usually sends service requests and/or ICMP ECHO_REQUEST to real servers periodically, and remove/disable a real server in server list at the load balancer if there is no response in a specified time or error response, thus no new requests will be sent to this dead server. When the service monitor detects the dead server has recovered to work, the service monitor will add the server back to the available server list at the load balancer. Therefore, the load balancer can mask the failure 46 of service daemons or servers automatically. 46

47 Cluster monitoring In the monitoring agent approach, there is also a monitoring master running at the load balancer to receive information from the agents. The monitoring master will add/remove servers at the load balancer based on the availability of agents, can also adjust server weight based on server load information 47 47

48 Load balancer The load balancer is the core of a server cluster system, and it cannot be a single failure point of the whole system. In order to prevent the whole system from being out of service because of the load balancer failure, we need setup a backup (or several backups) of the load balancer, which are connected by heartbeat or Virtual Router Redundancy Protocol (VRRP). Two heartbeat daemons run on the primary and the backup respectively, they heartbeat the message like "I'm alive" each other through serial 48 lines and/or network interfaces periodically. 48

49 VRRP: Virtual Router Redundancy Protocol The Virtual Router Redundancy Protocol (VRRP) is a nonproprietary redundancy protocol described by the RFC 3768, designed to increase the availability of the default gateway servicing hosts in the same subnet. This increased reliability is achieved by advertising a "virtual router" (an abstract representation of master and backup routers acting as a group) as a default gateway to the host(s) instead of one physical router. Two or more physical routers are then configured to stand for the virtual router, with only one doing the actual routing at any given time. If the current physical router that is routing the data on behalf of the virtual router fails, an arrangement is made for another physical router to automatically replace 49 it. 49

50 Load balancer When the heartbeat daemon of the backup cannot hear the heartbeat message from the primary in the specified time, it will take over the virtual IP address to provide the load-balancing service. When the failed load balancer comes back to work, there are two solutions, one is that it becomes the backup load balancer automatically, the other is the active load balancer releases the VIP address, and the recover one takes over the VIP address and becomes the primary load balancer again

51 Load balancer The primary load balancer has state of connections, i.e. which server the connection is forwarded to. If the backup load balancer takes over without those connections information, the clients have to send their requests again to access service. In order to make load balancer failover transparent to client applications, has been implemented connection synchronization in IPVS, the primary IPVS load balancer synchronizes connection information to the backup load balancers through UDP multicast. When the backup load balancer takes over after the primary one fails, the backup load balancer will have the state of most connections, so that almost all connections can continue to access the service through the backup load balancer

52 IPVS LVS uses IPVS for a transport layer load balancing inside the Linux kernel (Layer 4 switching). IPVS is running on a host (load balancer) that will direct the UDP/TCP based services to the real servers The services of the real servers appear as a virtual service on a single IP address

54 Cluster kits The installation of a cluster is a complicated process that can be facilitated by cluster kits, software packages that automate the installation process A cluster kit provides all the software you are likely to need in a single distribution Cluster kits tend to be very complete. For example, the OSCAR distribution contains both PVM and two versions of MPI. If some software isn't included, you can probably get by without it

55 Cluster kits Some kits have a Linux distribution included in the package (e.g., Rocks), while others are installed on top of an existing Linux installation (e.g., OSCAR). Even if Linux must be installed first, most of the configuration and the installation of needed packages will be done by the kit. There are two problems with using cluster kits: First, cluster kits do so much for you that you can lose touch with your cluster In making everything work together, kit builders occasionally have to do things a little differently 55 55

56 Cluster kits Consider that while a cluster kit can get you up and running quickly, you will still need to learn the details of the individual software. You should follow up the installation with a thorough study of how the individual pieces in the kit work. For most beginners, the single advantage of being able to get a cluster up and running quickly probably outweighs all of the disadvantages

57 Cluster kits While other cluster kits are available, the three most common kits for Linux clusters are NPACI Rocks (CentOS) OSCAR (Fedora 7/8, RedHatEnterpriseLinux (RHEL), OpenSuse, Debian) Scyld Beowulf While Scyld Beowulf is a commercial product available from Penguin Computing, an earlier, unsupported version is available for a very nominal cost from 57 products However OSCAR and Rocks are the best 57

58 NPACI Rocks NPACI (National Partnership for Advanced Computational Infrastructure) Rocks is a collection of open source software for creating a cluster built on top of Red Hat Linux. Rocks takes a cookie-cutter approach. To install Rocks, begin by downloading a set of ISO images from and use them to create installation CD-ROMs. Next, boot to the first CD-ROM and answer a few questions as the cluster is built. Both Linux and the clustering software are installed

59 NPACI Rocks The installation should go very quickly. In fact, part of the Rocks' management strategy is that, if you have problems with a node, the best solution is to reinstall the node rather than try to diagnose and fix the problem. Depending on hardware, it may be possible to reinstall a node in under 10 minutes. When a Rocks installation goes as expected, you can be up and running in a very short amount of time. However, because the installation of the cluster software is tied to the installation of the operating system, if the installation fails, you can be left staring at a dead system and little 59 59

60 OSCAR OSCAR, from the Open Cluster Group, uses a different installation strategy. With OSCAR, you first install Linux (but only on the head node) and then install OSCAR the installations of the two are separate This makes the installation more involved, but it gives you more control over the configuration of your system, and it is somewhat easier to recover when you encounter installation problems And because the OSCAR installation is separate from the Linux installation, you are not tied to a single 60 Linux distribution. 60

61 Rocks vs OSCAR Rocks uses a variant of Red Hat's Anaconda and Kickstart programs to install the compute nodes Thus, Rocks is able to probe the system to see what hardware is present To be included in Rocks, software must be available as an RPM and configuration must be entirely automatic As a result, with Rocks it is very straightforward to set up a cluster using heterogeneous hardware 61 61

62 Rocks vs OSCAR OSCAR, in contrast, uses a system image cloning strategy to distribute the disk image to the compute nodes. With OSCAR it is best to use the same hardware throughout your cluster. Rocks requires systems with hard disks OSCAR's thin client model is designed for diskless systems

63 Rocks vs OSCAR Rocks and OSCAR include a variety of software and build complete clusters. In fact, most of the core software is the same for both OSCAR and Rocks. However, there are a few packages that are available for one but not the other. For example, Condor is readily available for Rocks while LAM/MPI is included in OSCAR. Clearly, Rocks and OSCAR take orthogonal approaches to building clusters

64 Rocks vs OSCAR OSCAR scales well over Linux distributions, Rocks scales well with heterogeneous hardware No one approach is better in every situation A novice can probably build a Rocks cluster a little faster than an OSCAR cluster. But if you want greater control over how your cluster is configured, you may be happier with OSCAR in the long run. Typically, OSCAR provides better documentation, although Rocks documentation has been improving 64 64

65 CD-ROM-based Clusters If you just want to learn about clusters, only need a cluster occasionally, or can't permanently install a cluster, you might consider one of the CD-ROM-based clusters With these, you create a set of bootable CD-ROMs, sometimes called "live filesystem" CDs. When you need the cluster, you reboot your available systems using the CD-ROMs, do a few configuration tasks, and start using your cluster The cluster software is all available from the CDROM and the computers' hard disks are unchanged When you are done, you simply remove the CD-ROM and reboot the system to return to the65 operating system installed on the hard disk 65

66 CD-ROM-based Clusters Clearly, this is not an approach to use for a highavailability or mission-critical cluster, but it is a way to get started and learn about clusters. It is a viable way to create a cluster for shortterm use. For example, if a computer lab is otherwise idle over the weekend, you could do some serious calculations using this approach. There are some significant difficulties with this approach, most notably problems with storage. It is possible to work around this problem by using a hybrid approach setting up a dedicated system for storage and using the CD-ROM-based systems as compute-only nodes

68 BCCD BCCD was developed by Paul Gray as an educational tool If you want to play around with a small cluster, BCCD is a very straightforward way to get started. On an occasional basis, it is a viable alternative You need to download the ISO CD images from the web site and burn a CD for each machine. Next, boot each machine in your cluster from the CD-ROM 68 68

69 BCCD You'll need to answer a few questions as the system boots. First, you'll enter a password for the default user, bccd Next, you'll answer some questions about your network. The system should autodetect your network card. Then it will prompt you for the appropriate driver. If you know the driver, select it from the list BCCD displays. Otherwise, select "auto" from the menu to have the system load drivers until a match is found. If you have a DHCP and DNS server available on your network, this 69 will go much faster 69

70 BCCD Once the system boots, log in to complete the configuration process. When prompted, start the BCCD heartbeat process. Next, run the utilities bccd-allowall and bccd-snarfhosts. The first of these collects hosts' keys used by SSH and the second creates the machines file used by MPI. You are now ready to use the 70 system. 70

71 Cluster Hardware Design decisions 71 71

72 Hardware selection The final destination of the cluster dictates the cluster architecture and the hardware characteristics of the machines Nonetheless the badgetary constraints may force to less ideal solutions to adopt If possible select identical systems for the computer nodes -life will be much simpler! Compatibility tests will be performed only on a single machine, the other will be cloned Resource balancing easier and more effective Maintenance and repair is simpler 72 72

73 Building a cluster The following strategies can be adopted: scrounge for existing computers cheapest solution hardware and software problems buy new pre-assembled computers simplest approach if money isn't a concern best approach for mission-critical environments (money not an issue, short time available) buy the parts and assemble your own cheaper solution high performance and reliability 73 allows customization 73

74 Node hardware The configuration must be limited to the essential, particularly for dedicated clusters CPU and motherboard Represent the crucial components of the environment For high performances (critical factors: processor clock rate, cache size, bus speed, memory capacity, disk access speed, network latency) the two parts need to be totally compatible. Clock rate should be compared considering the total cost of the nodes The latest model usually isn't the right 74 choice 74

75 Node hardware Memory and cache The more memory and cache in your system, the better The faster the processor, the more RAM is needed (crude rule: one byte per FLOPS is needed) Paging creates a severe performance penalty and should be avoided Diskless cluster are an important solution in some circumstances (reduced costs, easy maintenance). The averave life of a disk is reported in hours (34 years). In a cluster of 100 machines you replace 3 disks per year. In a cluster of nodes you have a failure every 25 hours! 75 75

76 Node hardware The downside to consider is that the configuration is more complex and the network load increases significantly (paging over the network will be devastating to performance!) Disk-based systems are more versatile and more forgiving. If you are buying a disk, there are three issues: interface type (EIDE, SATA, SCSI), disk latency (a function of rotational speed) and the capacity. The Serial ATA offers an interesting price/performan-ce ratio, EIDE is the cheapest solution. Almost all current drives rotate at rpm, while a few rotate at rpm 76

77 Node hardware A CD/DVD reader (and a floppy) could be useful to be added, considered the low cost and their usefulness. The CD-ROM or the floppy are used to customize and initiate the network installs These devices are useful to recover some file system or disk failures The only compelling reason not to include CD-ROM or floppy is a lack of space in a truly minimal system 77 77

78 Node hardware Monitors Keyboard and mouse Many minimal systems elect not top include monitors, keyboards and mouses, but rely on the network to provide the local connectivity Several problems can be encountered with these hardless systems: depending on the system BIOS you may not be able to boot a system without a display or a keyboard attached. Often there are CMOS options that allow to override the tests. For small clusters a Keyboard video mouse (KVM) switch is the solution. The switch allow you to determine which machine is connected. You'll be able to connect only to one of the machines at the 78 time, but you can cycle among them clicking a button 78

79 Node hardware There are different KVM switches available The cables are often not included with the switch and are overpriced The KVM switch assumes that individual machines have a monitor adapter The alternative is to use serial consoles With a fair amount of work every Linux system can be reconfigured to work this manner Additional hardware is available that will allow you to multiplex serial connections from a number of machines (see the Remote Serial Console Howto)

80 Node hardware Adapters, power supplies and cases A Video adapter is necessary. The Network adapters is also a key component and must be compatible with the cluster network The power supply must be choosen carefully in order to optimize the cluster operations and the maintenance costs. Google is using less powerful machine in order to balance computational needs with the total operational costs (considering also the cooling needs) 80 80

81 Cluster head and servers The head and the additional servers should be complete systems, since il will add little to the overall costs, but will facilitate customizing and maintaining these systems The head node must be dual-homed (unless, as suggested for security reasons, a separate host acting as a firewall is used) Particularly useful will be a disk server designed to provide a reliable and fast access to large amount of storage 81 81

82 Cluster network For commodity clusters, networking is often the weak link The two key factor are bandwidth and latency Applications that move large amount of data need bandwidth Real time applications and applications that have lots of interactions among nodes, minimizing latency is critical High-end Ethernet is the common choice for clusters For some critical low-latency applications, you have to consider special low-latency hardware

83 Cluster network Myrinet is the common alternative to Ethernet, from Myricom Inc. Myrinet is a proprietary solution providing highspeed bidirectional connectivity (2+2Gbps or Gbps) and low latency ( microseconds) Myrinet 2000 is an alternative to Gigabit Ethernet Clusters, while Myri-10G is an alternative to 10GEthernet The same cables of the corresponding Ethernet 83 are used 83

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85 Cluster networks Competitive alternatives are CLAN from Emulex QsNet from Quadrix Infiniband from the Infiniband Consortium The problem of these alternatives is the high cost. You can triple the cost of a node Gigabit Ethernet is better served using an embedded adapter rather than an additional PCI board, since Gigabit can swamp the PCI bus. Conversely for FastEThernet a separate adapter is preferred since the embedded adapter may 85 steal clock cycles from your application. 85

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87 Cluster networks Very high-performance clusters may have two parallel networks. One is used for messages passing among the nodes, while the second is used for the network file system In the past, elaborate technologies, architecture and topologies have been developed to optimize communications Channel bonding uses multiple interfaces to multiplex channels for higher bandwidth. Hypercube topologies have been used to minimize 87 communication path length 87

88 Environment An accurate planning of the physical space, wiring, cooling and physical access is required The distribution among power circuits is crucial Ventilation must be preserved Cable manage is also a concern Ideally power and data cables must be separated Standard equipment racks are very nice. Cabling is greatly simplified, but things are closely packed and heat could be a problem 88 88

89 Power and air conditioning The power required must be evaluated carefully (considering a +50% for safety) The quality of the power is an issue A UPS can be considered both for providing a fault tolerance for short power interruptions and for stabilize the power These systems can be managed through serial lines and SNMP 89 89

92 Head node The distribution is not important for the user because the head node will be used only for preparing and submitting job. The main issue is the software compatibility with the middleware used. The distribution must be maintained by developers (bug fixes) It will be prefereable to start with a clean installation of the OS and install only the packages used Compilers, libraries and editors are usually 92 mandatory. 92

93 Configuring services Once the basic installation is completed, you'll need to configure the system. Many of the tasks are the same of the other systems OSCAR or Rocks perform these operation for you DHCP: Dynamic Host Configuration Protocol is used to supply network configuration parameters, including IP addresses and host names, to the clients, as they boot

94 DHCP With clusters the head node is usually configured as DHCP server, while the compute nodes as DHCP clients. It simplify the installation of the compute nodes since the information DHCP provides are those that are different from node to node It is much easier to change the configuration of the network The server configuration file, /etc/dhcpd.conf controls the information distributed to the clients You need to include a subnet section for each subnet on your network 94 94

95 NFS The head node is usually configured as NFS server for the home directores of the users, while the compute nodes are configured as clients This simplifies some operations: The collection of the output at the and of the run is also facilitated All files reside on the same file system Backup procedures are facilitated The access to the executable and the input files is facilitated 95 95

96 NFS server The file /etc/exports must be edited to specify which machines can mount which directories and how. I. e.: /home n*.grid.unipg.it(rw,no_root_squash,sync) /opt/exp_soft *.grid.unipg.it(rw,no_root_squash) The access is granted read and write and the user mapping on an anonymous user is turned off Pay attention to spaces - no space must be present before the left parenthesis before the options! 96 96

97 NFS server Start the service with the command: /sbin/service nfs start Query the NFS status with: > /sbin/service nfs status rpc.mountd (pid 4383) is running... nfsd (pid ) is running... rpc.rquotad (pid 4366) is running... In some Linux distributions when restarting NFS, you may find it necessary to explicitly stop and restart the nfslock and portmap as well The mods in the /etc/exports file become active with the command: /usr/sbin/exportfs -va 97 97

98 NFS client The NFS is probably already running on the nodes. You just need to mount the remote filesystem. In the long run the easiest approach is to edit the file /etc/fstab adding an entry for the server: ce.grid.unipg.it:/home /home nfs rw,defaults 0 0 ce.grid.unipg.it:/opt/exp_soft /opt/exp_soft nfs rw,defaults 0 0 You can mount manually the filesystems with the mount command: mount /home mount /opt/exp_soft Keep in mind that the directories where the filesystems are mounted must already exist and that all files stored on the local system will be inaccessible after the mount: they are 98 still there but you cannot access them. 98

99 NFS client If a firewall is running, it blocks the NFS traffic: in case of troubles this is the first thing to check User and group IDs can also create some surprises. User and Group Ids should be consistent among the systems using NFS (each user must have identical ID on all systems). Be aware that root privileges don't extend across NFS shared systems. So if as root you cd to a remotely mounted filesystem, don't expect to be able to look at every file. Details are available at the nfs(5), exports(5), fstab(5) and mount(8) manpages 99 99

100 Automount There's another alternative to mount filesystems (particularly important for the home directories) using an automount program like autofs or amd An automount daemon mounts a remote filesystem when an attempt is made to access the filesystem and unmount the filesystem when it is no longer needed. This is transparent to the user Support to autofs must be compiled into the kernel before it can be used. With most Linux releases, this has already been done. If in doubt use: cat /proc/filesystems In the output you should see: nodev autofs

101 Automount Next, you need to configure your system. Autofs uses /etc/auto.master to determine the mount points. Each line in the file specifies a mount point and a map file that defines which filesystem will be mounted to the mount point. For example: /home auto.home --timeout 600 /home is the mount point and auto.home specifies what will be mounted auto.home will have multiple entres such as: osvaldo ce.grid.unipg.it:/home/osvaldo NFS should be running and you may need to 101 update your /etc/exports file 101

102 Other cluster file system NFS has some limitations. First, there are some potential security issues. If you are going to use NFS it is important that you use the updated version, apply any needed patches, and configure it correctly. It do not scale well, so for large clusters (>1000 nodes) NFS is inadequate. NFS is not meant to be a high-performance, parallel filesystem. PVFS is a reasonable solution in such case Some technologies like Starage Area Network (SAN) and iscsi (SCSI over IP) are102 interesting solutions to look at. 102

103 SSH To run software across a cluster, you'll need some mechanism to start processes on each machine. In practice, a prerequisite is the ability to log onto each machine within the cluster, without passwords. SSH provides mechanisms to log onto remote machines, run programs on remote machines, and copy files among machines. OpenSSH is the open source version of the program (

104 SSH There are 2 sets of the SSH protocols, SSH-1 and SSH-2. Unfortunately SSH-1 has a serious security vulnerability. SSH-2 is the protocol of choice. Check the status with the command: /sbin/service sshd status sshd (pid ) is running... In some distributions only the client is installed. To check the packages installed: # rpm -qa grep ssh openssh-clients-4.3p2-4.cern openssh-4.3p2-4.cern openssh-server-4.3p2-4.cern gsiopenssh-vdt1.2.6rhas_

105 SSH If needed, you can install the server from the RPM, then start the process: /sbin/service sshd start Generating SSH1 RSA host key: [ OK ] Generating SSH2 RSA host key: [ OK ] Generating SSH2 DSA host key: [ OK ] Starting sshd: [ OK ] Configuration files for both the server, sshd_config and client, ssh_config, can be found in /etc/ssh, but the defaults are quite reasonable. To connect to a remote machine, use the command ssh

106 SSH The first time you connect to a remote machine, you'll receive a message with the remote machine's fingerprint, a string that identifies the machine. The fingerprint will be recorded in a list of known hosts on the local machine. SSH will compare fingerprints on subsequent logins to ensure that nothing has changed. You can also use SSH to execute comands on remote systems: ssh -l osvaldo n01 date

107 SSH The system will ask a password each time a command is run. If you want to avoid this, you'll need to do some extra work. You'll need to generate a pair of authorization keys that will be used to control access and then store these in the directory.ssh of your home directory ssh-keygen -b1024 -trsa Two keys are generated, a public and a private key. The public key is distributed to remote machines. Add the public key in each of the system you'll want to log onto in the file.ssh/authorized_keys of your home directory

108 Other services and configuration tasks Apache While an HTTP server may be seen unnecessary in a cluster environment, several cluster management tools use HTTP to display results. If you want to do remote monitoring, you'll need to install an HTTP server. NTP The Network Time Protocol is an important tool to synchronize clocks in the cluster. This is particularly important in Grid environments. The file /etc/ntp.conf must contain the IP address of valid NTP servers pool.ntp.org is a cluster of public NTP servers

109 Other services and configuration tasks VNC Virtual Network Computing is a nice package that allows remote graphical login to your system. Is available as a RedHat package or from It can be tunneled using SSH for greater security. Multicasting Several clustering utilities use multicasting to distribute data among nodes within a cluster, either for cloning systems or when monitoring systems. In some cases multicasting can increase performances. It has to be enabled in the kernel

110 Other services and configuration tasks Name service - Defining properly the name service (/etc/hosts, /etc/resolv.conf, DNS) will make the life easier A DNS primary for the cluster resources could be recommended.at least a DNS cache only has to be configured NIS The YP service will implement a one-time login environment. The head node is usually the NIS server, while the nodes are configured as client. This way the head node has to be started before the compute nodes

111 Other services and configuration tasks Name service - Defining properly the name service (/etc/hosts, /etc/resolv.conf, DNS) will make the life easier A DNS primary for the cluster resources could be recommended.at least a DNS cache only has to be configured NIS The YP service will implement a one-time login environment. The head node is usually the NIS server, while the nodes are configured as client. This way the head node has to be started before the compute nodes

112 Cluster Security The security of your cluster must be implemented at least at the following level: Firewall (external to the head node) Open only the used ports Limit the services to the essential on the ompute nodes If interactive application aren't an issue, put the compute nodes in a private network Disable the root access on every machine Install the security patches Thest the open ports with nmap

113 openmosix From : openmosix is a Linux kernel extension for single-system image clustering which turns a network of ordinary computers into a supercomputer. The openmosix Project has officially closed as of March 1, Source code and mail archives continue to be available from SourceForge as read-only resources. Moshe Bar

114 Latest source files available

115 openmosix openmosix is a software that extends the Linux kernel so that processes can migrate transparently among the different machines within a cluster in order to more evenly distribute the workload. It includes both a set of kernel patches and support tools to control the migration of processes among machines. The process migration among machines is transparent to the user and can be controlled using the provided openmosix (and also third-party) tools

116 openmosix openmosix originates from a fork from the earlier MOSIX ( Multicomputer Operating System for Unix), when MOSIX moved away from a General Public Licence. OpenMosix is the work of Moshe Bar, originally a member of the MOSIX team, and a number of volunteers. Moshe Bar announced the openmosix Project Dead of Live om March 1, openmosix source will remain available indefinitely on SourgeForge, frozen as of March 116 1,

117 117 Project activity on SourceForge.Net 117

118 How openmosix works: SSI clustering OpenMosix is able to transform a cluster on a SSI computer, a virtual SMP machine in which each node provides a CPU. The communication overhead is of course high. The granularity for openmosix is the process. The rapid development of multicore SMP computers determined the end of the project even if the project activity is very high and a large number of users is downloading it

119 How openmosix works Not all processes migrate. Short time lasted (<5 sec) Shared writable memory, such as web servers Direct manipulation of I/O devices Real-time scheduling If a process already migrated attemps to do any this things, the process will migrate back to its unique home node (UHN) To support process migration, openmosix divides processes into two parts: User contexts (program code, stack, data, etc) System context (resources attached to, kernel stack) 119 [daes not migrate] 119

120 How openmosix works openmosix uses an adaptive resource allocation policy (each node monitors and compares its own load with the load of the other computers) When a more lightly loaded computer is found, the attempt of migration is made. As the load of individual computers change, processes will migrate among the computers to rebalance the load dinamically Individual nodes, acting as autonomous systems, decide which process migrate

121 How openmosix works The communication among small sets of nodes within the cluster used to compare loads is randomized (clusters scale well because of this random element) Since communications is within subsets in the cluster, nodes have limited but recent information about the state of the whole cluster -> reduces overhead and communication OpenMosix API uses the value in the flat files /proc/hpc to record and control the state of the cluster

122 How openmosix works While load comparison and process migration are automatic within a cluster, openmosix provides tools to control migration. alter the cluster's perception of how heavily an individual node is loaded Tie processes to a specific computer Block the migration of a process to a computer

124 Installation Since openmosix is a Kernel extension it won't work with just any kernel (currently the version IA32-compatible Linux kernel is supported). An IA64 port is also available Among others openmosix has been reported to work on Debian, Gentoo, RedHat, and SUSE Linux. Knoppix, BCCD and PlumpOS, three bootable CD Linux distributions, include openmosix To build an openmosix cluster you need to install the extended openmosix kernel in each of the 124 nodes of the cluster. 124

125 Installation If you are using a suitable Linux distribution and you don't have special needs, you may download a precompiled version of the kernel Otherwise you need a clean copy of the kernel source, apply the openmosix patches, recompile the sources, and install the patched kernel. While using a precompiled vesion of the kernel is the easiest way to go, it has a few limitations. The documentation is a little weak with the precompiled kernel, so you won't know exactly what options have been compiled ( however the 125.config files are available via CVS) 125

126 Installation The openmosix user tools should be downloaded when you download the openmosix kernel patches Additionally you will also want to download and install openmosixview, third party tools for openmosix To install a precompiled kernel you need to download ( the appropriate files and packages, installing them and making a few minor configuration changes You must create an emergency boot disk if you don't have one: you are adding a new126 kernel

127 Configuration changes While the installation will take care of the stuff that can be automated, there are a few changes you'll have to do manually to get openmosix running. The next time you reboot your system, openmosix won't be the default kernel for the loader. If you are using GRUB, then you'll need to edit /etc/grub.conf to select the openmosix kernel (default=0). If you are using LILO the procedure is pretty much the same, except that you'll need to manually create the entry in the /etc/lilo.conf file (default=openmosix) and rerun the loader /sbin/lilo -v

128 Configuration changes Another issue is wheter your firewall will block openmosix traffic. openmosix uses the port ranges: UDP , UDP 5428, TCP 723 and You will need to allow any other related traffic (SSH, NFS, etc) openmosix needs to know about the other machines in your cluster. You can use the omdiscd tool or edit manually the /etc/openmosix.map Routing must be correctly configured for omdiscd to run correctly

129 /etc/openmosix.map Its simplest form has one entry per each machine. Each entry consists of three fields: a unique device node number(starting at 1), the machine's IP address (or names defined in the /etc/hosts), and a 1 indicating that it is a single machine. It is possible to have a single entry for a range of machines that have contiguous IP addresses. In that case, the first two fields are the same. The third field is the number of machines in the range. The map file must be replicated in all nodes You can list the map that openmosix is using with the showmap command

130 User tools During the installation a script called openmosix is copied into /etc/init.d so that openmosix will be started automatically at boot. You can check your installation with /etc/init.d/openmosix status At its simplest openmosix is transparent to the user. You can sit back and reap the benefits. If you want more control you need to install openmosix user tools that contain several useful management tools (migrate, mosctl, mosmo, 130 mosrun and setpe), mps and mtop 130

131 mps and mtop Both commands look a lot like their counterparts ps and top. The major difference is that each has an additional column that gives the node number in which a process is running # mps PID TTY ? 19767? 19768? 19769? 19770? 19771? 19772? 19773? NODE STAT TIME COMMAND R S S S S S S R 2:32 1:45 3:09 2:58 1:47 2:59 1:43 1:59./loop./loop./loop./loop./loop./loop./loop./loop

132 migrate The tool migrate explicitly moves a process from one node to another. Since there are circumstances under which some processes can't migrate, the system may be forced to ignore this command You'll need the PID and the node number of the destination machine migrate This command migrates process to node number 5 (you can use home in place of the node number to send a process back to the CPU where 132 it was started) 132

133 mosctl With mosctl you have greater control over how processes are run on individual machines. The speed option overrides the node's idea of its own speed. This can be used to attract or discourage process migration to the machine. It can be used to display the utilization or tune the performance parameters. The command has too much options to be described in detail (see the manpage)

134 mosmon Mosmon utility gives a good idea of what is going across the cluster. It is an ncurses-based utility that will display a simple bar graph showing the loads on the nodes

135 mosrun mosrun command can be used to advise the system to run a specific program on a specified node. You'll need the program name and the destination node number (use -h to address the home node) setpe command can be used to manually configure a node (it is used by used directly). /etc/init.d/openmosix rather than You can use it to start/stop openmosix: #/sbin/setpe -w -f /etc/openmosix.map Useful options: -z to read the configuration file, -c to check the map's consistency, -off 135 to shutdown 135

136 openmosixview

137 openmosixview

138 openmosixview

139 openmosixview

140 OSCAR

141 The OSCAR package Setting up a cluster can involve the installation and configuration of a lot of software as well as reconfiguration of the system and previously installed software. The OSCAR (Open Source Cluster Application Resources) is a software package that is designed to simplify cluster installation. OSCAR includes everything that you are likely to need for a dedicated high-performance cluster. OSCAR takes you completely through the 141 installation of your cluster 141

142 The OSCAR package The design goal for OSCAR include using the best-of-class software, eliminating the downloading, installation and configuration of individual components and moving towards the standardization of clusters OSCAR was created and is maintained by the Open Cluster Group. It is designed for the High Performance Computing and for asymmetric clusters. Actually OSCAR could be used for any cluster application (see HA-OSCAR group)

143 Custom installation of packages It is possible tu customize the packages included in the OSCAR distribution. Although OSCAR does not provide a simple mechanism to do post-installation configuration of the added packages, it is possible to include some scripts to configure them from the installation procedure (see C3 tool). Sometimes the included packages aren't the most updated ones, because the integration of the variety of individual packages is the driving approach

144 Custom installation of packages OSCAR brings together a number of software packages for clustering. There are some unique OSCAR scripts available in the distribution. OSCAR provides a script, the Oscar Package Downloader (opd) that simplifies the download and installation of additional packages that are available form OSCAR repositories in an OSCAR compatible format. Opd is so easy to use that any package available through opd can be considered part of OSCAR. Opd can be invoked as a standalone program or 144 from the OSCAR installation wizard. 144

146 OSCAR packages Included packages (are distributed as part of OSCAR, but can opt out on installing them)n Disable-services - this script disables unneeded programs on the clients(kidzu, slocate, mail services) networking the cluster head is configured as cache DNS for the clients ntpconfig kernel_picker used to change the kernel used in your SIS image before building the cluster nodes loghost configures the syslog settings

150 Installing OSCAR Because OSCAR is a complex set of hardware that includes a large number of programs and services, it can be very unforgiving if you make mistakes when setting it up. For some errors you have to start from scratch First you need to plan your system Install OSCAR on the cluster's head node It is recommended that you begin with a clean install of your operating system and that you customize your OSCAR installation as little as possible the first time you install it

151 Network configuration It is common that the head node is dual homed. OSCAR will set up a DHCP server on the private interface The configuration of the public interface will be determined by the configuration of the external network. For the internal network is recommended to use a private address space

152 Network configuration Once you have selected the address space, you may configure the private interface using a tool of your choice (neat, ifconfig or netcfg) You will need to set the IP address, subnet mask and default gateway. You have to configure the interface to be active at the startup and the packet forwarding. Reboot the machine and verify the configuration (mainly that the packets are fowarded to the internal network)

153 Network configuration If you have the security set too tightly on the server, it will interfere with the client installation Turn off, if active, the Security Enhanced Linux (SELinux). Verify that the firewall is working properly (if already installed, check the SSH functionality, in particular that PermitRootLogin is set to yes) Verify that the interface names are correct This is a good point to do other basic configuration tasks, such as setting up printers, setting the message of the day, etc

154 Loading software on the server The next step is to get the software you'll need onto the server. This consists of the OSCAR distribution and the Linux packages you need to build the image for the client machines First create the directory /tftpboot/rpm and then copy over the packages The Linux packages will be coped from the installation CDs You can download the OSCAR package from You'll have the option of downloading OSCAR with or without sources (SRPMs)

155 Installing the OSCAR package Next you will unpack OSCAR code in a suitable directory (/opt) Rename the directory oscar-5.0 to oscar Be sure the directory /tftpboot exists Create the /tftpboot/oscar and the /tftpboot/distro directories Move the oscar-repo-common-rpms and the oscardistr-ver-arch tarballs suitable for distribution in the /tftpboot/oscar and unpack them

156 Advanced repository creation OSCAR also needs to have access to the distribution packages in order to resolve dependancies on the master node and to be able to build the client node images You must prepare the package repository, copying the rpms files from the distribution packages to the package repository directory From OSCAR 5.0 the package repository structure has been redesigned and split up such that multiple distributions and architecture can be supported 156 /tftpboot/distro/$distrib-$vers-$arch 156

157 Supported distrib. Name and version examples Remote Url repositories are specified in the file /tftpboot/distro/$distrib-$vers-$arch.url

160 OSCAR Package Downloader The command line usage: cd $OSCAR_HOME./scripts/opd opd uses wget, if found Opd will make use of the http_proxy environment variable, if it is set

161 OSCAR Package Selector The window only shows OSCAR packages, it doesn't show individual RPMs After selected the package click on Exit to save the selection and return to the main OSCAR window There is no way of defaulting to the original settings

162 Configuring OSCAR Packages This step is optional If you don't click the button, all packages will be used Selecting a default MPI implementation Altough multiple MPI implementationscan be installed, only one can be active for each user at a time The Environment Switcher package provides a convenient mechanism for switching between multiple MPI 162 implementations. 162

163 Install OSCAR Server Packages This is the first required step This will invoke the installation of various RPMs and auxiliary configuration on the server The execution may take several minutes; text output and status messages will appear in the shell window. A popup will appear indicating the success or failure of this step

164 Build OSCAR Client Image To execute this step ensure that the following conditions on the server are true: During the installation the SSH daemon option (in /etc/ssh/sshd.conf) PermitRootLogin must be set to yes because this file is copied to the clients and the head node needs the root access on the nodes. After the installation this option may be set to no. The TCP wrapper settings must be not too tight, The /etc/hosts.allow and /etc/hosts.deny files should allow all traffic in the private subnet Beware of firewall software that restricts traffic 164 in the private subnet. 164

165 Build OSCAR Client Image A dialog will be displayed; in most cases the defaults are fine. You have to check that the disk partition file is the proper type for the client node. You may also change the postistallation action and the IP assignement method It is important to check BIOS settings on the client nodes

167 Define OSCAR Clients The dialog box requires few informations (image file to be used, base name to build the client names, number of nodes, starting number used to derive the client names, padding characters to fill the client name, starting IP. Subnet mask, default gateway)

168 Setup networking for Clients If you need to collect the MAC addresses of client nodes you need to enter this option of the menu

170 Manual setup for UYOK If you wish to set up the Using Your Own Kernel (UYOK) functionality by hand the following steps are required (unnecessary if the hardware of nodes and head node are similar). To use UYOK to generate kernel/ramdisk pairs on the head node: si_prepareclient server servername no-rsyncd The output files will be stored in /etc/systemimager/boot Now copy these files to /tftpboot if you are PXEbooting. Edit your /tftpboot/pxelinux.cfg/defaultfile with a 170 statement large ramdisk_size in the kernel append 170

172 Client installations You will boot your client nodes and then they will be automatically installed and configured The recommended method is via network boot. The most convenient way is via PXE-boot if the network card supports it. An other option is the Etherboot project (if you can generate a bootrom for your network card) If the network cards support PXE, then change the BIOS settings such that Network is always first in boot order

173 Client installations After the installation of the node, its next boot action will be automatically changed to LocalBoot meaning that it will boot from hard-disk If this will fail you'll be able to change the option via netbootmgr widget Then the Client nodes will be rebooted. As each machine boots, it will automatically start downloading and installing the OSCAR image from the server node

174 Check completion status of the nodes You can check the status of the client installation using the Monitor Cluster Deployment functionality. The available post-install actions for your nodes are: halt, reboot, beep incessantly If the reboot action has been selected, you will be notified when the nodes are rebooted via the <Monitor Cluster Deployment> widget. After confirming that a client has completed the installation, you should reboot the node from its 174 hard disk. 174

175 Complete the Cluster setup After all clients rebooted, select the above option from the menu During this phase several OSCAR installation and configuration scripts will be run. A success or failure pop-up will appear at the end of the process

176 Test Cluster setup A simple test suite is provided in OSCAR to ensure that the key cluster components (OpenSSH, TORQUE, MPI, PVM, etc) are functioning properly If the test succeeds, the cluster is ready

177 Rocks

178 Rocks

179 Rocks

180 Rocks

181 ROCKS NPACI Rocks is a collection of open source software for building a HP Cluster released by the San Diego Supercomputer Center at the University of California, San Diego The primary design goal for Rocks is to make cluster installation as easy as possible When you install Rocks, you'll install both the clustering software and a current version of RedHat Linux updated to include security patches. The Rocks installation will correctly configure various services. Default installation tend to go very quickly and very smoothly.

182 ROCKS Cluster scheme

183 Rocks A Rocks cluster has the same basic architecture as an OSCAR cluster. The head node, or frontend, is a server with two network interfaces. You'll install the frontend first and then use it to install the compute nodes. The compute nodes use HTTP to pull the RedHat and cluster packages from the frontend The ISO images can be downloaded from Athlon, Pentium, i386, Xeon and Opteron 183 architectures are supported 183

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